{"id":"https://openalex.org/W4415260243","doi":"https://doi.org/10.2139/ssrn.5614911","title":"Access First: Digital Device Access, Digital Finance, and Non-Farm Livelihood Transitions in Rural China","display_name":"Access First: Digital Device Access, Digital Finance, and Non-Farm Livelihood Transitions in Rural China","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415260243","doi":"https://doi.org/10.2139/ssrn.5614911"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.5614911","doi":"https://doi.org/10.2139/ssrn.5614911","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5614911","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.5614911","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100445844","display_name":"Xue Zhang","orcid":"https://orcid.org/0000-0002-4307-0776","observed_orcids":["https://orcid.org/0000-0002-4307-0776"]},"institutions":[{"id":"https://openalex.org/I4210101072","display_name":"Shangluo University","ror":"https://ror.org/01a56n213","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210101072"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Zhang","raw_affiliation_strings":["Shangluo University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shangluo University","institution_ids":["https://openalex.org/I4210101072"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079793748","display_name":"Zhongshan Yue","orcid":"https://orcid.org/0000-0001-9000-3683","observed_orcids":["https://orcid.org/0000-0001-9000-3683"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhongshan Yue","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100641775","display_name":"Jun Wen","orcid":"https://orcid.org/0000-0003-0744-8134","observed_orcids":["https://orcid.org/0000-0003-0744-8134"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Wen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5079793748"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10367","display_name":"Agricultural Innovations and Practices","score":0.7070000171661377,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10367","display_name":"Agricultural Innovations and Practices","score":0.7070000171661377,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10987","display_name":"Microfinance and Financial Inclusion","score":0.10119999945163727,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.08049999922513962,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-technology-access","display_name":"digital technology access","score":0.996999979019165},{"id":"https://openalex.org/keywords/non-farm-livelihoods","display_name":"non-farm livelihoods","score":0.8889999985694885},{"id":"https://openalex.org/keywords/rural-china","display_name":"rural China","score":0.5989999771118164},{"id":"https://openalex.org/keywords/farmer-livelihoods","display_name":"farmer livelihoods","score":0.6620000004768372},{"id":"https://openalex.org/keywords/digital-inclusion","display_name":"digital inclusion","score":0.7260000109672546},{"id":"https://openalex.org/keywords/smartphone-adoption","display_name":"smartphone adoption","score":0.7630000114440918},{"id":"https://openalex.org/keywords/mediating-effect","display_name":"mediating effect","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C2779251847","wikidata":"https://www.wikidata.org/wiki/Q60852","display_name":"Financial inclusion","level":3,"score":0.7172999978065491},{"id":"https://openalex.org/C3987366","wikidata":"https://www.wikidata.org/wiki/Q6658164","display_name":"Livelihood","level":3,"score":0.5508999824523926},{"id":"https://openalex.org/C184314375","wikidata":"https://www.wikidata.org/wiki/Q3117995","display_name":"Probit","level":2,"score":0.5404000282287598},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5083000063896179},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.49470001459121704},{"id":"https://openalex.org/C157140304","wikidata":"https://www.wikidata.org/wiki/Q396108","display_name":"Agrarian society","level":3,"score":0.4876999855041504},{"id":"https://openalex.org/C67257552","wikidata":"https://www.wikidata.org/wiki/Q635217","display_name":"Probit model","level":2,"score":0.46129998564720154},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.42969998717308044},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4291999936103821},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4291999936103821},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.41940000653266907},{"id":"https://openalex.org/C129047720","wikidata":"https://www.wikidata.org/wiki/Q175185","display_name":"Rural area","level":2,"score":0.4169999957084656},{"id":"https://openalex.org/C2985890590","wikidata":"https://www.wikidata.org/wiki/Q244752","display_name":"Digital inclusion","level":3,"score":0.38659998774528503},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.375900000333786},{"id":"https://openalex.org/C173655357","wikidata":"https://www.wikidata.org/wiki/Q244752","display_name":"Digital divide","level":3,"score":0.3555000126361847},{"id":"https://openalex.org/C120784921","wikidata":"https://www.wikidata.org/wiki/Q17086363","display_name":"Multivariate probit model","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C168743327","wikidata":"https://www.wikidata.org/wiki/Q1826427","display_name":"Random effects model","level":3,"score":0.35030001401901245},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.3450999855995178},{"id":"https://openalex.org/C46704056","wikidata":"https://www.wikidata.org/wiki/Q17086346","display_name":"Multinomial probit","level":3,"score":0.3321000039577484},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C109359841","wikidata":"https://www.wikidata.org/wiki/Q728944","display_name":"Inclusion (mineral)","level":2,"score":0.32910001277923584},{"id":"https://openalex.org/C100001284","wikidata":"https://www.wikidata.org/wiki/Q2248246","display_name":"Public economics","level":1,"score":0.32199999690055847},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3165000081062317},{"id":"https://openalex.org/C179420905","wikidata":"https://www.wikidata.org/wiki/Q223871","display_name":"Mediation","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C89337504","wikidata":"https://www.wikidata.org/wiki/Q4828276","display_name":"Average treatment effect","level":3,"score":0.2946000099182129},{"id":"https://openalex.org/C45355965","wikidata":"https://www.wikidata.org/wiki/Q1643441","display_name":"Socioeconomics","level":1,"score":0.2851000130176544},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C49898467","wikidata":"https://www.wikidata.org/wiki/Q1517706","display_name":"Stratified sampling","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C2994082534","wikidata":"https://www.wikidata.org/wiki/Q175185","display_name":"Rural population","level":3,"score":0.2721000015735626},{"id":"https://openalex.org/C33880087","wikidata":"https://www.wikidata.org/wiki/Q5275276","display_name":"Difference in differences","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C189326681","wikidata":"https://www.wikidata.org/wiki/Q10294","display_name":"Poverty","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26170000433921814},{"id":"https://openalex.org/C17923572","wikidata":"https://www.wikidata.org/wiki/Q7250160","display_name":"Propensity score matching","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C44970651","wikidata":"https://www.wikidata.org/wiki/Q17014030","display_name":"Fixed effects model","level":3,"score":0.2563999891281128},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2531999945640564}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.5614911","doi":"https://doi.org/10.2139/ssrn.5614911","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5614911","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.5614911","doi":"https://doi.org/10.2139/ssrn.5614911","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.5614911","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"No poverty","score":0.8928999900817871,"id":"https://metadata.un.org/sdg/1"},{"display_name":"Decent work and economic growth","score":0.833299994468689,"id":"https://metadata.un.org/sdg/8"},{"display_name":"Reduced inequalities","score":0.7578999996185303,"id":"https://metadata.un.org/sdg/10"},{"display_name":"Industry, innovation and infrastructure","score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W132130019","https://openalex.org/W2041190065","https://openalex.org/W2087872895","https://openalex.org/W2191331024","https://openalex.org/W2290209300","https://openalex.org/W2507863493","https://openalex.org/W2557567230","https://openalex.org/W2746892743","https://openalex.org/W3000470777","https://openalex.org/W3015723762","https://openalex.org/W3018111658","https://openalex.org/W3018163873","https://openalex.org/W3131892338","https://openalex.org/W3134145689","https://openalex.org/W3158811842","https://openalex.org/W3164641649","https://openalex.org/W4225981502","https://openalex.org/W4386966808","https://openalex.org/W4390578419","https://openalex.org/W4391025665"],"related_works":["https://openalex.org/W7128392815","https://openalex.org/W4385079484","https://openalex.org/W4416169194","https://openalex.org/W4385655653","https://openalex.org/W4416516171","https://openalex.org/W7213233264","https://openalex.org/W4409315899","https://openalex.org/W7218795976","https://openalex.org/W7108333155","https://openalex.org/W7133484048"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-10-17T00:00:00"}
